IBM Journey to AI blog

APRIL 26, 2024

However, there are smaller models that have the potential to innovate gen AI capabilities on mobile devices. Let’s examine these solutions from the perspective of a hybrid AI model. The basics of LLMs LLMs are a special class of AI models powering this new paradigm. Is hybrid AI the answer?

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Hybrid AI Large Language Models LLM AI 246

Unite.AI

MARCH 22, 2024

Since OpenAI unveiled ChatGPT in late 2022, the role of foundational large language models (LLMs) has become increasingly prominent in artificial intelligence (AI), particularly in natural language processing (NLP).

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Large Language Models AI AI Artificial Intelligence 297

IBM Journey to AI blog

JULY 6, 2023

Categories of AI Three main categories of AI are: Artificial Narrow Intelligence (ANI) Artificial General Intelligence (AGI) Artificial Super Intelligence (ASI) ANI is considered “weak” AI, whereas the other two types are classified as “strong” AI.

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Unite.AI

JANUARY 23, 2024

Large language models (LLMs) have exploded in popularity over the last few years, revolutionizing natural language processing and AI. Their foundational nature allows them to be fine-tuned for a wide variety of downstream NLP tasks. This enables pretraining at scale.

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Large Language Models Prompt Engineering Prompt Engineer LLM 100

AWS Machine Learning Blog

NOVEMBER 22, 2023

With eight Qualcomm AI 100 Standard accelerators and 128 GiB of total accelerator memory, customers can also use DL2q instances to run popular generative AI applications, such as content generation, text summarization, and virtual assistants, as well as classic AI applications for natural language processing and computer vision.

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O'Reilly Media

NOVEMBER 19, 2024

See the primary sources “ REALM: Retrieval-Augmented Language Model Pre-Training ” by Kelvin Guu, et al., at Google, and “ Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks ” by Patrick Lewis, et al., at Facebook—both from 2020. Here’s a simple rough sketch of RAG: Start with a collection of documents about a domain.

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LLM Hybrid AI NLP Large Language Models 102

deepsense.ai

NOVEMBER 14, 2023

This disruptive tendency manifests every few months and shows no sign of slowing down, with the recent releases of Llama 2 [25] and Mistral [26] (the great hopes of open source NLP [27, 28]) and two proprietary game-changers seemingly just around the corner: Gemini [29] and GPT-5 [30]. Galstyan A. Cresswell J.C., Hosseinzadeh R. Alnajjar K.,

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Generative AI ML Prompt Engineering Prompt Engineer 111